Prominent British Muslims are being recruited to star in a government-backed advertising campaign aimed at preventing people in Pakistan from engaging in extremist activity, the Guardian has learned.

The three-month public relations offensive, called I Am the West, consists of television commercials and high-profile events in regions such as Peshawar and Mirpur. It is being funded by the Foreign Office which is paying up to £400,000 for a pilot project.

Starring in the first three adverts are Sadiq Khan, the communities minister, English cricketer Moeen Ali and the Lord Mayor of Birmingham, Chaudry Abdul Rashid, who is from Mirpur. Mirpuris represent around 70% of Britain's Pakistani population.

According to a project synopsis, the target audience is 15-25-year-old males who are "less than well-educated and worldly wise, but potentially susceptible to extremist doctrines". If successful, it will be implemented in Egypt, Yemen and Indonesia.

The original proposal to the Foreign Office came from Deen International, an organisation set up specifically for the project and headed by Khurshid Ahmed, chair of the British Muslim Forum.

Last night Ahmed told the Guardian that the idea arose from the attempted terrorist attacks on Glasgow airport. "I did a number of visits to Pakistan to look at attitudes. Levels of hostility were increasing and there was lots of misunderstanding about how the situation was being described in the media out there."

The pilot involves nine 30-second television commercials, supported by radio commercials, scheduled across a number of channels, including PTV, Geo TV and Khyber, which is specific to the Peshwari area. They are due to appear on Pakistani TV screens next Monday.

The central theme of I Am the West is to assert that there is no contradiction in being a Muslim and being British. The synopsis says: "Muslims are equally proud of being both and certainly espouse the belief that violent extremism is not propagated in their name."

The campaign has four key aims: to ensure Pakistanis realise the west is not "anti-Islamic", that British society is not "anti-Islam", to demonstrate the extent to which Muslims are integrated into British society and to stimulate and facilitate "constructive debate" on the compatibility of liberal and Muslim values.

• This article was amended on Friday 13 February 2009. The UK manager of Islamic Relief, Jehangir Malik, is not among the prominent British Muslims who have been recruited to the advertising campaign I Am the West. This has now been corrected.